Essays about: "linguistically-informed interpretability"

Found 1 essay containing the words linguistically-informed interpretability.

  1. 1. Assessing BERT-Style Models' Abilities to Learn the Number of a Subject

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Laura Januleviciute; [2022]
    Keywords : diagnostic classifier; subject number; linguistically-informed interpretability; Lithuanian; English; BERT; WikiBERT; mBERT;

    Abstract : There is an increasing interest in using deep neural networks in various downstream natural language processing tasks. Such models are commonly used as black boxes, meaning that their decision-making is difficult to interpret. In order to build trust in models, it is crucial to analyse their inner workings which lead to predictions. READ MORE